• *Search*: Optimization Algorithms for distributed machine learning

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181

Federated learning with hyper-parameter optimization
Majid Kundroo ; Taehong Kim
Journal of King Saud University: Computer and Information Sciences, Vol 35, Iss 9, Pp 101740- (2023)

Federated learning Hyper-parameter optimiza... Convergence time Communication cost Electronic computers. Co... QA75.5-76.95
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182

Novel deep learning approach for DDoS attack using elephant heard optimization algorithm along with a fuzzy classifier for rules learning.
Caroline Misbha, J. ; Ajith Bosco Raj, T. ; Jiji, G.
Journal of Intelligent & Fuzzy Systems. 2023, Vol. 45 Issue 1, p1805-1816. 12p.

ARTIFICIAL neural networ... DENIAL of service attack... DEEP learning OPTIMIZATION algorithms FUZZY algorithms ELEPHANTS
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183

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184

Communication-Efficient Distributed Sparse Learning with Oracle Property and Geometric Convergence.
Liu, Weidong ; Mao, Xiaojun ; Tu, Jiyuan
Journal of the American Statistical Association. Dec2025, Vol. 120 Issue 552, p2606-2618. 13p.

NONCONVEX programming OPTIMIZATION algorithms INFERENTIAL statistics SPARSE approximations ASYMPTOTIC analysis MACHINE learning
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185

Event‐Triggered Based Differential Privacy Distributed Optimization.
Wang, Pinlin ; Wang, Zhenqian ; Lü, Jinhu
International Journal of Robust & Nonlinear Control. Dec2024, p1. 17p. 4 Illustrations.

OPTIMIZATION algorithms MACHINE learning INFORMATION sharing PRIVACY INSTRUCTIONAL systems
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186

Optimization Algorithms for Decentralized, Distributed and Collaborative Machine Learning
Koloskova, Anastasiia

machine learning compressed communication... asynchronous communicati... Stochastic optimization gradient clipping distributed learning …
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187

Short‐Term Wind Speed Prediction Model Based on Hybrid Decomposition Method and Deep Learning.
Yuan, Xueqiong ; Hu, Feiyu ; Zhu, Zehui
Computational Intelligence. Jun2025, Vol. 41 Issue 3, p1-17. 17p.

ELECTRIC power distribut... WIND power OPTIMIZATION algorithms WIND speed DECOMPOSITION method DEEP learning
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188

Short-Term Wind Power Forecasting: A Novel Enhanced Gate-Based Deep-Learning Model Containing a Metaheuristic Algorithm with an Intelligent Position Navigation Optimization Strategy.
Xu, Shun-Qing ; Tang, Yu
Journal of Energy Engineering. Dec2025, Vol. 151 Issue 6, p1-14. 14p.

WIND forecasting DEEP learning METAHEURISTIC algorithms OPTIMIZATION algorithms CLEAN energy DIMENSIONAL reduction al... …
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189

Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
He, Yutong ; Huang, Xinmeng ; Chen, Yiming ; et al.

FOS: Computer and inform... Computer Science - Machi... Computer Science - Distr... Optimization and Control... FOS: Mathematics Distributed, Parallel, a... …
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190

UNDERSTANDING A CLASS OF DECENTRALIZED AND FEDERATED OPTIMIZATION ALGORITHMS: A MULTIRATE FEEDBACK CONTROL PERSPECTIVE.
XINWEI ZHANG ; MINGYI HONG ; NICOLA ELIA
SIAM Journal on Optimization. 2023, Vol. 33 Issue 2, p652-683. 32p.

OPTIMIZATION algorithms FEEDBACK control systems DISTRIBUTED algorithms SIGNAL processing MACHINE learning
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191

Mitigating distributed denial of service-based cyberattack in federated computing framework using deep reinforcement learning with frilled lizard algorithm.
Maghrabi, Louai A. ; Ragab, Mahmoud ; Alghamdi, Bandar ; et al.
Scientific Reports. 11/17/2025, Vol. 15 Issue 1, p1-27. 27p.

DENIAL of service attack... FEDERATED learning MACHINE learning OPTIMIZATION algorithms FEATURE selection INTERNET security …
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192

A dual approach for optimal algorithms in distributed optimization over networks
César A. Uribe ; Soomin Lee ; Alexander Gasnikov ; et al.
Optimization Methods and Software. 36:171-210

FOS: Computer and inform... 0209 industrial biotechn... Machine Learning (stat.M... Systems and Control (ees... 02 engineering and techn... Electrical Engineering a... …
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193

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194

Machine learning enabled optimization of showerhead design for semiconductor deposition process.
Jin, Zeqing ; Lim, Dahyun Daniel ; Zhao, Xueying ; et al.
Journal of Intelligent Manufacturing. Feb2024, Vol. 35 Issue 2, p925-935. 11p.

SEMICONDUCTOR manufactur... MACHINE learning SEMICONDUCTOR design OPTIMIZATION algorithms SEMICONDUCTOR wafers FABRICATION (Manufacturi...
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195

Zero Order Algorithm for Decentralized Optimization Problems.
Veprikov, A. S. ; Petrov, E. D. ; Evseev, G. V. ; et al.
Doklady Mathematics. 2024 Suppl 1, Vol. 110, pS261-S277. 17p.

OPTIMIZATION algorithms MACHINE learning PROBLEM solving ALGORITHMS NOISE
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196

Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks
Xu, Jinming ; Tian, Ye ; Sun, Ying ; et al.

FOS: Computer and inform... Computer Science - Machi... 0209 industrial biotechn... Computer Science - Distr... Optimization and Control... 0202 electrical engineer... …
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197

Leveraging hybrid deep learning with starfish optimization algorithm based secure mechanism for intelligent edge computing in smart cities environment.
Alkhalifa, Amal K. ; Aljebreen, Mohammed ; Alanazi, Rakan ; et al.
Scientific Reports. 9/26/2025, Vol. 15 Issue 1, p1-32. 32p.

EDGE computing SMART cities INTRUSION detection syst... ARTIFICIAL intelligence ELECTRONIC data processi... MACHINE learning …
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198

Privacy-Preserving Algorithms in Distributed Optimization Problems
Lingying Huang ; Rong Su ; Xiaomeng Chen ; et al.
Data Privacy-Techniques, Applications, and Standards ISBN: 9781837696765

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199

How to Speed up Optimization? Opposite-center Learning and Its Application to Differential Evolution.
Xu, Hongpei ; Erdbrink, Christiaan D. ; Krzhizhanovskaya, Valeria V.
Procedia Computer Science. 2015, Vol. 51, p805-814. 10p.

Differential evolution Stochastic convergence Machine learning Approximation theory Computational complexity Monte Carlo method
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200

Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks.
Nasser Al-Andoli, Mohammed ; Chiang Tan, Shing ; Ping Cheah, Wooi
Information Sciences. Jul2022, Vol. 600, p94-117. 24p.

MATHEMATICAL optimizatio... DEEP learning PARTICLE swarm optimizat... CENTRAL processing units GRAPHICS processing unit... BLENDED learning
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